README.md

In ted9219/validationCauseSpecificMortality: Validation of Cause Specific Mortality package

Cause-specific mortality Validation package

• Analytics use case(s): Patient-Level Prediction
• Study type: Clinical Application
• Tags: -
• Study lead: Chungsoo Kim, Seng Chan You, Rae Woong Park*
• Study lead forums tag: [Chungsoo_Kim], [SCYou], [RWPark]
• Study start date: June 1, 2019
• Study end date: -
• Protocol: -
• Publications: -
• Results explorer: -

Validation of cause of death predictive model to other databases.

Instructions To Build Package

• Build the package by clicking the R studio 'Install and Restart' button in the built tab

Instructions To Run Package

library(ValidationCauseSpecificMortality)

# USER INPUTS
#=======================
# The folder where the study intermediate and result files will be written:
outputFolder <- "./ValidationResult"

# Specify where the temporary files (used by the ff package) will be created:
options(fftempdir = "location with space to save big data")

# Details for connecting to the server:
dbms <- "you dbms"
user <- 'your username'
pw <- 'your password'
server <- 'your server'
port <- 'your port'

connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms,
                                                                server = server,
                                                                user = user,
                                                                password = pw,
                                                                port = port)

# Add the database containing the OMOP CDM data
cdmDatabaseSchema <- 'cdm database schema'
# Add a database with read/write access as this is where the cohorts will be generated
cohortDatabaseSchema <- 'work database schema'

oracleTempSchema <- NULL

# table name where the cohorts will be generated
cohortTable <- 'ValidationCohort'

#=======================

execute(connectionDetails,
        databaseName,
        cdmDatabaseSchema,
        cohortDatabaseSchema,
        oracleTempSchema,
        cohortTable,
        outputFolder,
        createCohorts = T,
        runValidation = T,
        createValidationTable = F,
        causeValidation = F,
        packageResults = F,
        minCellCount = 1,
        sampleSize = NULL)

PatientLevelPrediction::viewMultiplePlp("outputFolder")

Development status

Under development. Do not use

ted9219/validationCauseSpecificMortality documentation built on March 8, 2020, 12:29 a.m.